SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 801–825 of 1198 papers

TitleStatusHype
Conformal Rule-Based Multi-label Classification—0
Multimodal Word Sense Disambiguation in Creative PracticeCode0
Learning Differential Diagnosis of Skin Conditions with Co-occurrence Supervision using Graph Convolutional Networks—0
A Novel BGCapsule Network for Text Classification—0
Hyperbolic Capsule Networks for Multi-Label Classification—0
Unbiased Loss Functions for Extreme Classification With Missing Labels—0
HGCN4MeSH: Hybrid Graph Convolution Network for MeSH Indexing—0
BERTERS: Multimodal Representation Learning for Expert Recommendation System with Transformer—0
Approaches For Multi-View Redescription Mining—0
An Integer Linear Programming Framework for Mining Constraints from DataCode0
Extreme Gradient Boosted Multi-label Trees for Dynamic Classifier ChainsCode0
Online Metric Learning for Multi-Label Classification—0
Learning-to-Rank with Partitioned Preference: Fast Estimation for the Plackett-Luce Model—0
Domain Knowledge Alleviates Adversarial Attacks in Multi-Label Classifiers—0
A multimodal approach for multi-label movie genre classification—0
InfiniteWalk: Deep Network Embeddings as Laplacian Embeddings with a NonlinearityCode0
Minimizing Supervision in Multi-label Categorization—0
Classification and Clustering of arXiv Documents, Sections, and Abstracts, Comparing Encodings of Natural and Mathematical Language—0
Interaction Matching for Long-Tail Multi-Label Classification—0
A Robust Experimental Evaluation of Automated Multi-Label Classification MethodsCode0
Quda: Natural Language Queries for Visual Data Analytics—0
Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization Techniques—0
Investigating Class-level Difficulty Factors in Multi-label Classification Problems—0
Linguistic Typology Features from Text: Inferring the Sparse Features of World Atlas of Language Structures—0
Entity Type Prediction in Knowledge Graphs using Embeddings—0
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All datasetsCheXpertMS-COCOPASCAL VOC 2007NUS-WIDEChestX-ray14OpenImages-v6PASCAL VOC 2012MLRSNetMRNetMIMIC-CXR

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CFT (ensemble) Macao Polytechnic UniversityAVERAGE AUC ON 14 LABEL0.93—Unverified
2Hierarchical-Learning-V1 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
3DeepAUC-v1AVERAGE AUC ON 14 LABEL0.93—Unverified
4Conditional-Training-LSRAVERAGE AUC ON 14 LABEL0.93—Unverified
5Hierarchical-Learning-V4 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
6YWW(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
7Hierarchical-Learning-V0 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
8Conditional-Training-LSR-V1AVERAGE AUC ON 14 LABEL0.93—Unverified
9DeepCNNsGM(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
10Multi-Stage-Learning-CNN-V3 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified